Period
to 24 November 2017

The following table provides summary statistics for contract job vacancies advertised in Cambridgeshire with a requirement for Hadoop skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Hadoop over the 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache Hadoop
East of England > Cambridgeshire
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 87 72 86
Rank change year-on-year -15 +14 +3
Contract jobs citing Hadoop 12 8 25
As % of all contract IT jobs advertised in Cambridgeshire 0.84% 0.70% 1.59%
As % of the Database & Business Intelligence category 5.69% 2.93% 7.23%
Number of daily rates quoted 6 7 4
Cambridgeshire median daily rate £425 £480 £435
Median daily rate % change year-on-year -11.46% +10.34% -
10th Percentile £307 £453 £410
90th Percentile £494 £645 £510
East of England median daily rate £481 £350 £463
% change year-on-year +37.50% -24.32% +23.33%
Number of hourly rates quoted 1 0 0
Cambridgeshire median hourly rate £17.50 - -
East of England median hourly rate £17.50 £45.75 £50.00
% change year-on-year -61.75% -8.50% -

Hadoop is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Cambridgeshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Cambridgeshire
Contract vacancies with a requirement for database or business intelligence skills 211 273 346
As % of all contract IT jobs advertised in Cambridgeshire 14.82% 23.93% 21.97%
Number of daily rates quoted 116 144 190
Cambridgeshire median daily rate £350 £394 £388
Median daily rate % change year-on-year -11.11% +1.61% +10.71%
10th Percentile £288 £250 £263
90th Percentile £494 £538 £538
East of England median daily rate £400 £375 £375
% change year-on-year +6.67% - -
Number of hourly rates quoted 2 3 9
Cambridgeshire median hourly rate £16.78 £15.00 £23.50
Median hourly rate % change year-on-year +11.87% -36.17% +4.44%
10th Percentile £15.60 £11.40 £13.80
90th Percentile £18.53 £38.00 £44.10
East of England median hourly rate £29.50 £36.07 £31.76
% change year-on-year -18.21% +13.57% +11.44%

Hadoop
Job Vacancy Trend in Cambridgeshire

Job postings citing Hadoop as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Hadoop in Cambridgeshire

Hadoop
Contractor Daily Rate Trend in Cambridgeshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Hadoop in Cambridgeshire.

Contractor daily rate trend for Hadoop in Cambridgeshire

Hadoop
Contractor Daily Rate Histogram in Cambridgeshire

The daily rate distribution of IT jobs citing Hadoop in Cambridgeshire over the 6 months to 24 November 2017.

Contractor daily rate histogram for Hadoop in Cambridgeshire

Hadoop
Contract Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Hadoop within the Cambridgeshire region over the 6 months to 24 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge -4 6 £488 -13.33% 4
Peterborough - 5 £351 -
Huntingdon -3 1 - - 1
Hadoop
East of England

For the 6 months to 24 November 2017, IT contractor jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Cambridgeshire region with a requirement for Hadoop.

1 10 (83.33%) Apache Spark
2 8 (66.67%) SQL
2 8 (66.67%) Big Data
3 7 (58.33%) SQL Server
4 6 (50.00%) Oracle
5 5 (41.67%) SQL Server Integration Services
5 5 (41.67%) Cloudera
5 5 (41.67%) ETL
5 5 (41.67%) Migration
6 4 (33.33%) Agile Software Development
7 3 (25.00%) Spark Streaming
7 3 (25.00%) Data Engineering
7 3 (25.00%) Greenfield Project
7 3 (25.00%) Impala
7 3 (25.00%) Oracle ODI
7 3 (25.00%) Amazon Redshift
7 3 (25.00%) HDFS
7 3 (25.00%) Data Analysis
7 3 (25.00%) Teradata
7 3 (25.00%) Finance
7 3 (25.00%) MySQL
7 3 (25.00%) Python
7 3 (25.00%) Apache Pig
7 3 (25.00%) MapR
7 3 (25.00%) Hortonworks
7 3 (25.00%) HBase
7 3 (25.00%) Machine Learning
7 3 (25.00%) Mahout
7 3 (25.00%) Amazon AWS
7 3 (25.00%) MapReduce

Hadoop
Co-occurring IT Skills in Cambridgeshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 10 (83.33%) Apache Spark
2 3 (25.00%) Apache Pig
Cloud Services
1 3 (25.00%) Amazon AWS
2 2 (16.67%) Azure Data Factory
2 2 (16.67%) Azure Machine Learning
2 2 (16.67%) Data Lake Analytics
2 2 (16.67%) Microsoft Azure
Database & Business Intelligence
1 8 (66.67%) Big Data
2 7 (58.33%) SQL Server
3 5 (41.67%) SQL Server Integration Services
4 3 (25.00%) Amazon Redshift
4 3 (25.00%) Apache Cassandra
4 3 (25.00%) Apache Hive
4 3 (25.00%) HBase
4 3 (25.00%) Impala
4 3 (25.00%) Mahout
4 3 (25.00%) MongoDB
4 3 (25.00%) MySQL
4 3 (25.00%) Oracle ODI
5 2 (16.67%) Azure SQL Data Warehouse
5 2 (16.67%) Data Lake
5 2 (16.67%) Data Warehouse
5 2 (16.67%) HDInsight
5 2 (16.67%) Microsoft Analysis Services
5 2 (16.67%) Power BI
5 2 (16.67%) Relational Database
5 2 (16.67%) SQL Server Reporting Services
Development Applications
1 2 (16.67%) Visual Studio
General
1 3 (25.00%) Finance
2 1 (8.33%) Retail
Job Titles
1 5 (41.67%) Developer
2 4 (33.33%) Data Engineer
3 3 (25.00%) AWS Developer
3 3 (25.00%) Big Data Engineer
3 3 (25.00%) SQL Developer
4 2 (16.67%) Analyst
4 2 (16.67%) Analyst Developer
4 2 (16.67%) Azure Developer
4 2 (16.67%) Big Data Analyst
4 2 (16.67%) Big Data Developer
4 2 (16.67%) Business Intelligence Developer
4 2 (16.67%) Data Analyst
4 2 (16.67%) Developer Analyst
4 2 (16.67%) ETL Analyst
4 2 (16.67%) ETL Developer
4 2 (16.67%) Hadoop Developer
4 2 (16.67%) Linux Engineer
4 2 (16.67%) SQL Analyst
4 2 (16.67%) SQL Data Analyst
5 1 (8.33%) Business Intelligence Lead
Libraries, Frameworks & Software Standards
1 3 (25.00%) JSON
1 3 (25.00%) Spark Streaming
Miscellaneous
1 3 (25.00%) Greenfield Project
2 1 (8.33%) Analytical Skills
Operating Systems
1 2 (16.67%) CentOS
1 2 (16.67%) Linux
1 2 (16.67%) Red Hat Enterprise Linux
Processes & Methodologies
1 5 (41.67%) ETL
1 5 (41.67%) Migration
2 4 (33.33%) Agile Software Development
3 3 (25.00%) Data Analysis
3 3 (25.00%) Data Engineering
3 3 (25.00%) Machine Learning
3 3 (25.00%) MapReduce
4 2 (16.67%) Analytics
4 2 (16.67%) Business Analytics
4 2 (16.67%) Business Intelligence
4 2 (16.67%) Data Management
4 2 (16.67%) Data Transformation
4 2 (16.67%) E-Commerce
4 2 (16.67%) Validation
5 1 (8.33%) DevOps
5 1 (8.33%) Predictive Modelling
5 1 (8.33%) Statistics
5 1 (8.33%) Visualisation
Programming Languages
1 8 (66.67%) SQL
2 3 (25.00%) Python
2 3 (25.00%) Scala
3 2 (16.67%) U-SQL
4 1 (8.33%) R
Qualifications
1 2 (16.67%) Microsoft Certification
1 2 (16.67%) SC Cleared
1 2 (16.67%) Security Cleared
Quality Assurance & Compliance
1 3 (25.00%) Data Quality
System Software
1 3 (25.00%) HDFS
2 2 (16.67%) Active Directory
2 2 (16.67%) Virtual Machines
Systems Management
1 2 (16.67%) Terraform
1 2 (16.67%) yum
2 1 (8.33%) Packer
Vendors
1 6 (50.00%) Oracle
2 5 (41.67%) Cloudera
3 3 (25.00%) Hortonworks
3 3 (25.00%) MapR
3 3 (25.00%) Teradata
4 2 (16.67%) Cisco
4 2 (16.67%) Microsoft
4 2 (16.67%) Red Hat
4 2 (16.67%) SAP
4 2 (16.67%) VMware
5 1 (8.33%) RapidMiner